Pulsation in a competitive model of advertising-firm's cost interaction

The literature reveals contradiction between theoretical results (superiority of uniform policy under a concave advertising response function) and empirical results (concavity of the advertising response function and the superiority of a pulsation policy). To reconcile the above difference, this paper offers a resolution based on (1) the concavity of the advertising response function; (2) the convexity of the firm's cost function; and (3) over-advertising. The resolution is reached upon maximizing the net profit per unit time over the infinite planning horizon subject to an exogenous advertising budget constraint. Theoretical results for monopolistic markets are found mostly generalized to competitive markets. A numerical example is introduced to gain more insight into the theoretical findings and an approach is introduced and implemented to empirically assess the shape of a firm's cost function and the advertising policy to be employed.

[1]  J. Eliashberg,et al.  Marketing-production decisions in an industrial channel of distribution , 1987 .

[2]  Chung-ki Min,et al.  The substitution of information technology for other factors of production: a Firm Level Analysis , 1997 .

[3]  M. M. Metwally Escalation Tendencies of Advertising , 2009 .

[4]  Jian Huang,et al.  Demand Functions in Decision Modeling: A Comprehensive Survey and Research Directions , 2013, Decis. Sci..

[5]  Hani I. Mesak,et al.  A pulsing model of advertising competition: A game theoretic approach, part A -- Theoretical foundation , 1995 .

[6]  K. Arrow,et al.  OPTIMAL ADVERTISING POLICY UNDER DYNAMIC CONDITIONS , 1962 .

[7]  Minhi Hahn,et al.  Pulsing in a Discrete Model of Advertising Competition , 1991 .

[8]  DaeSoo Kim,et al.  Optimal coordination strategies for production and marketing decisions , 1998, Oper. Res. Lett..

[9]  Maurice W. Sasieni,et al.  Optimal Advertising Expenditure , 1971 .

[10]  Dong Lou,et al.  Attracting investor attention through advertising , 2014 .

[11]  Toker Doganoglu,et al.  Goodwill and dynamic advertising strategies , 2006 .

[12]  Marshall Freimer,et al.  Periodic Advertising Pulsing in a Competitive Market , 2010, Mark. Sci..

[13]  Fred L. Collopy,et al.  Competitor Orientation: Effects of Objectives and Information on Managerial Decisions and Profitability , 1996 .

[14]  J. M. Villas-Boas Predicting Advertising Pulsing Policies in an Oligopoly: A Model and Empirical Test , 1993 .

[15]  Vijay Mahajan,et al.  Advertising Pulsing Policies for Generating Awareness for New Products , 1986 .

[16]  Bart J. Bronnenberg,et al.  Database Paper - The IRI Marketing Data Set , 2008, Mark. Sci..

[17]  John D. C. Little,et al.  BRANDAID: A Marketing-Mix Model, Part 1: Structure , 1975, Oper. Res..

[18]  Pietro De Giovanni,et al.  The state of the art in static and dynamic games , 2009 .

[19]  Hani I. Mesak,et al.  On Comparing Alternative Advertising Policies of Pulsation , 1992 .

[20]  Jian Huang,et al.  Recent developments in dynamic advertising research , 2012, Eur. J. Oper. Res..

[21]  Ambar G. Rao,et al.  Modeling Response to Advertising and Pricing Changes for “V-8” Cocktail Vegetable Juice , 1986 .

[22]  Gerard Debreu,et al.  A Social Equilibrium Existence Theorem* , 1952, Proceedings of the National Academy of Sciences.

[23]  Hani I. Mesak,et al.  An Aggregate Advertising Pulsing Model with Wearout Effects , 1992 .

[24]  Hani I. Mesak,et al.  On the superiority of pulsing under a concave advertising market potential function , 2009, Eur. J. Oper. Res..

[25]  Hani I. Mesak ON MODELING ADVERTISING PULSING DECISIONS , 1985 .

[26]  Hani I. Mesak,et al.  A pulsing model of advertising competition: A game theoretic approach, part B -- Empirical application and findings , 1995 .

[27]  Hermann Simon,et al.  ADPULS: An Advertising Model with Wearout and Pulsation , 1982 .

[28]  Ira Horowitz,et al.  Estimation uncertainty and optimal advertising decisions , 1989 .

[29]  Murali K. Mantrala,et al.  Allocating Marketing Resources , 2002 .

[30]  Pradeep K. Chintagunta Investigating the Sensitivity of Equilibrium Profits to Advertising Dynamics and Competitive Effects , 1993 .

[31]  John R. Hauser,et al.  The Competitive Implications of Relevant-Set/Response Analysis , 1989 .

[32]  L. Lodish,et al.  Getting the most out of advertising and promotion. , 1990, Harvard business review.

[33]  Maurice W. Sasieni,et al.  Optimal Advertising Strategies , 1989 .

[34]  D. Weiss,et al.  Does TV Advertising Really Affect Sales? The Role of Measures, Models and Data Aggregation , 1995 .

[35]  G. Erickson,et al.  Advertising Strategies in a Dynamic Oligopoly , 1995 .

[36]  Prasad A. Naik,et al.  Planning Media Schedules in the Presence of Dynamic Advertising Quality , 1998 .

[37]  Bart J. Bronnenberg Advertising Frequency Decisions in a Discrete Markov Process under a Budget Constraint , 1998 .

[38]  Gérard P. Cachon,et al.  Game Theory in Supply Chain Analysis , 2004 .

[39]  G. Owen Multilinear Extensions of Games , 1972 .

[40]  James G. Helgeson,et al.  “Leveraged” Decision Making in Advertising: The Flat Maximum Principle and Its Implications , 1986 .

[41]  Minhi Hahn,et al.  Advertising cost interactions and the optimality of pulsing , 1991 .

[42]  Thomas J. Chemmanur,et al.  Product market advertising and new equity issues , 2009 .

[43]  Hani I. Mesak,et al.  On the generalizability of advertising pulsation monopoly results to an oligopoly , 1999, Eur. J. Oper. Res..

[44]  R. Bower,et al.  Decreasing Marginal Cost in Brick Production , 1964 .

[45]  Robert Jacobson,et al.  The Financial Rewards of New Product Introductions in the Personal Computer Industry , 2003, Manag. Sci..

[46]  Fred M. Feinberg,et al.  Pulsing Policies for Aggregate Advertising Models , 1992 .

[47]  M. L. Vidale,et al.  An Operations-Research Study of Sales Response to Advertising , 1957 .

[48]  J. Simon The shape of the advertising response function , 1980 .

[49]  Zhang Wu,et al.  A duopolistic model of dynamic competitive advertising , 2001, Eur. J. Oper. Res..

[50]  John D. C. Little,et al.  Feature Article - Aggregate Advertising Models: The State of the Art , 1979, Oper. Res..

[51]  Prasad A. Naik,et al.  Understanding the Memory Effects in Pulsing Advertising , 2015, Oper. Res..

[52]  Puneet Manchanda,et al.  An Empirical Model of Advertising Dynamics , 2004 .